The paper describes an object-oriented implementation of thealgorithm advanced by Wang and Mendel (1992). Numerical results arepresented both for time series with seasonal changes and time seriescorresponding to chaotic situations, such as encountered in the contextof strange attractors. In the latter case, the effect of noise onpredictive power of the fuzzy controller are explored. In addition, byintroducing a distance between an observed and predicted data, one canapply the results of this study to a pattern recognition of temporalsignatures
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